Systems and methods for adjusting vehicle lane position

ABSTRACT

The present disclosure includes systems and methods for adjusting the lane position of a vehicle. A radar system positioned on a first vehicle is configured to transmit radio waves and receive reflections of the radio waves, which produces radar data indicative of the reflections. At least one controller of the first vehicle is configured to identify at least one radar marker based on the radar data and to determine the location of the identified marker. The at least one controller is further configured to decode encoded information of the radar marker, where the information may indicate a condition associated with the roadway on which the vehicle is traveling. The at least one controller may then adjust the lane position of the vehicle based on the location of the marker and any decoded information.

RELATED APPLICATION

This application is a continuation-in-part of application Ser. No.17/479,621, filed on Sep. 20, 2021, titled “Systems and Methods forDetermining the Local Position of a Vehicle Using Radar,” the entirecontents of which are incorporated herein.

TECHNICAL FIELD

The present disclosure is directed to systems and methods fordetermining and adjusting a lane position of a vehicle or group ofvehicles.

RELATED ART

Radar technology has been incorporated in many autonomous vehicles toaid in safe navigation. Generally, these radar systems include atransmitter that sends out radio waves and a receiver that detects thereturning waves after they encounter an object. An autonomous vehicle,such as an autonomous automobile, then may determine the speed anddistance of the object and, optionally, perform actions related to thatinformation. For example, upon detecting an object within the trajectoryof a vehicle, the vehicle may alert the driver or pilot, perform evasiveactions to avoid a collision (e.g., when the vehicle is autonomous), ora combination of these or other actions. Further, radar systems invehicles often work in conjunction with other sensing systems, such ascameras, to gather information related to the vehicle's environment andperformance.

Current autonomous vehicle sensing systems primarily serve to aid insafe navigation by sensing the surroundings of a vehicle. For example, auniform scan may be performed to range and detect objects in proximityto the vehicle. The sensing is often undertaken using cameras thatinterpret environmental details visually, and with optional assistancefrom other sensing systems. Cameras can detect visual detail such as thepresence of signs, animals, vehicles, or road dividers and boundaries.However, cameras are limited by the potential for visual impairment dueto poor weather conditions and low light, and visual data may not besufficient for the detection of all relevant objects. Lidar (lightdetection and ranging) and radar (radio detection and ranging) areuseful sensing systems that may be used in conjunction with visualdetection systems due to their ability to operate advantageously indifferent navigational situations. For instance, lidar can detect smallobjects with high precision, while radar functions well over longdistances and in a wide range of weather conditions. While currentapplications of radar in autonomous vehicles are useful, otherpotentially valuable applications remain underdeveloped or unexplored.The present disclosure is directed to radar-based sensing systems andmethods for implementation on vehicles. These radar systems and methodsfunction as an improvement over the current vehicle sensing systems byconveying a wider range of information for interpretation by vehiclecontroller systems.

BRIEF DESCRIPTION OF DRAWINGS

The present disclosure can be better understood, by way of example only,with reference to the following drawings. The elements of the drawingsare not necessarily to scale relative to each other, emphasis insteadbeing placed upon clearly illustrating the principles of the disclosure.Furthermore, like reference numerals designate corresponding partsthroughout the several views.

FIG. 1 is a schematic illustration of an exemplary embodiment of aradar-based information system of the present disclosure, with markerslocated outside of a radar-equipped vehicle to convey information to thevehicle.

FIG. 2 is a block diagram illustrating components of a vehicle fordetecting, interpreting, and reacting to information provided by radarreflective markers, such as are depicted by FIG. 1 .

FIG. 3 is a block diagram illustrating an exemplary embodiment of avehicle controller, such as is depicted by FIG. 2 .

FIG. 4 is a schematic illustration of an exemplary embodiment of aradar-based information system of the present disclosure, where acharacteristic of marker shape conveys unique and unambiguousinformation to a vehicle.

FIG. 5 is a schematic illustration of an exemplary embodiment of aradar-based information system of the present disclosure, where acharacteristic of marker spatial configuration conveys unique andunambiguous information to a vehicle.

FIG. 6 is a schematic illustration of an exemplary embodiment of aradar-based information system of the present disclosure, where acharacteristic of marker spacing conveys unique and unambiguousinformation to a vehicle.

FIG. 7 is a schematic illustration of an exemplary embodiment of a radarreflective marker, such as is depicted by FIG. 1 , where adirectional-shaped marker conveys unique and unambiguous information toa vehicle.

FIG. 8A is a schematic illustration of an exemplary embodiment of radarreflective markers, such as are depicted by FIG. 1 , where acharacteristic of marker spinning frequency or speed conveys unique andunambiguous information to a vehicle.

FIG. 8B is a schematic illustration of an exemplary embodiment of radarreflective markers, such as are depicted by FIG. 1 , where acharacteristic of marker spinning frequency or speed conveys unique andunambiguous information to a vehicle. Marker element position hasrotated relative the position in FIG. 8A.

FIG. 8C is a schematic illustration of an exemplary embodiment of radarreflective markers, such as are depicted by FIG. 1 , where acharacteristic of marker rotating frequency or speed conveys unique andunambiguous information to a vehicle.

FIG. 8D is a schematic illustration of an exemplary embodiment of radarreflective markers, such as are depicted by FIG. 1 , where acharacteristic of marker rotating frequency or speed conveys unique andunambiguous information to a vehicle. Marker element position hasrotated relative the position in FIG. 8C.

FIG. 9A is a schematic illustration of an exemplary embodiment of radarreflective markers, such as are depicted by FIG. 1 , where acharacteristic of marker spinning frequency or number of blades conveysunique and unambiguous information to a vehicle.

FIG. 9B is a schematic illustration of an exemplary embodiment of radarreflective markers, such as are depicted by FIG. 1 , where acharacteristic of marker spinning frequency or number of blades conveysunique and unambiguous information to a vehicle. Marker element positionhas rotated relative the position in FIG. 8A.

FIG. 10 is a block diagram illustrating components of actuated markersof FIG. 8A,

FIG. 8B, FIG. 8C, and FIG. 8D, where a characteristic of markerfrequency or speed conveys unique and unambiguous information to avehicle.

FIG. 11 is a schematic illustration of an exemplary embodiment of aradar-based information system of the present disclosure, wheremultilateration is employed using several markers to determine thelocation of a vehicle.

FIG. 12 is a schematic illustration of an exemplary embodiment of aradar-based information system of the present disclosure, where spinningactuated markers are present in a traffic light to indicate a state(e.g., color) of the light.

FIG. 13 is a schematic illustration of an exemplary embodiment of aradar-based information system of the present disclosure, where a radarreflective marker is embedded in a lane to convey unique and unambiguousinformation to a vehicle.

FIG. 14 is a schematic illustration of an exemplary embodiment of a lanepositioning system of the present disclosure, where a vehicle sensorsystem detects lane boundaries and, optionally, traffic or roadwayinformation, and adjusts vehicle lane position in response. An initialtrajectory is shown as a dotted line path, while a left shifted or rightshifted trajectory is shown as a dot-dashed line path.

FIG. 15 is a block diagram illustrating components of a communicationsystem for determining and adjusting lane position for one or morevehicles, such as is depicted by FIG. 14 .

FIG. 16 is a block diagram illustrating an exemplary embodiment of aserver, such as is depicted by FIG. 15 .

FIG. 17 is a schematic illustration of an exemplary embodiment of thelane positioning system of FIG. 14 , where the vehicle sensor systemadditionally detects nearby or oncoming traffic, and adjusts vehiclelane position in response. A central lane position trajectory is shownas a dotted line path, while a second trajectory is shown as adot-dashed line path.

FIG. 18 is a schematic illustration of an exemplary embodiment of thelane positioning system of FIG. 14 , where the vehicle sensor systemadditionally detects nearby or upcoming traffic signals, roadwayfeatures, or intersections, and adjusts vehicle lane position inresponse. An initial trajectory is shown as a dotted line path, while asecond trajectory is shown as a solid line path.

FIG. 19 is a schematic of a vehicle traveling along a lane of a roadway.

DETAILED DESCRIPTION

The present disclosure is generally directed to systems and methods forcommunicating information to vehicles with radar using spatially-encodedmarkers. In some embodiments of the present disclosure, radar reflectivemarkers are located near or along a path usable by a vehicle, which canbe autonomous or driven by a driver. The locations of the radarreflective markers are such that they are detectable using vehicle-basedradar. A radar transmitter located on or within a vehicle produces oneor more electromagnetic waves, such as radio waves, which then encounterthe disclosed radar reflective markers and reflect off the markers.Reflected waves from a given marker return to a radar receiver on orwithin the vehicle, conveying unique and unambiguous information relatedto at least one characteristic of the radar reflective marker or spatialarrangement of radar reflective markers. In this manner, the vehicle mayinterpret the detected signals to indicate the location, speed, or laneposition of the vehicle, as well as information about the vehicle'senvironment, such as mile markers, traffic direction, or adverse roadconditions. Vehicles may utilize the information conveyed by the radarreflective markers in various ways, such as to provide an alert to adriver or passengers, perform evasive maneuvers, adjust vehicle velocityor position, or otherwise control the vehicle.

FIG. 1 depicts an exemplary embodiment of a radar-based informationsystem 11 of the present disclosure. As shown by FIG. 1 , the system 11has radar reflective markers that are illustrated in a position toconvey unique and unambiguous information to a vehicle equipped with aradar system. FIGS. 2-3 show components of the vehicle and a vehiclecontroller, respectively, for detecting, interpreting, and communicatinginformation provided by the radar reflective markers. In FIGS. 4-10 ,the number, shape or shapes, and spatial relationship among thereflective markers or marker elements provide a unique radar signaturethat may be interpreted as coded information. FIG. 11 illustrates howradar reflective markers may be utilized through multilateration orother algorithms for determining the local position of a vehicle. FIG.12 shows an embodiment of the present disclosure with an actuatedspinning marker located within a traffic signal to provide trafficdirection and signaling information through radar detection. In FIG. 13, another embodiment of the present disclosure includes radar reflectivemarkers that are embedded in or on lane reflectors to provide lanelocation and vehicle positioning information.

As known in the art, the term “radar,” which is also sometimes referredto as R.A.D.A.R or RADAR, refers to radio detection and ranging. Radargenerally uses electromagnetic waves, such as radio waves, to detectobjects and determine properties of the detected objects including, butnot limited to, distance, angle, frequency, or velocity.

Referring to FIG. 1 , radar reflective markers 10 are shown to bepositioned proximate a roadway 22, such as along a side or shoulder ofthe roadway 22. However, markers 10 may be positioned in any locationpotentially detectable by a radar system 14, such as radar system 14 ona radar-equipped vehicle 12. Thus, markers 10 may be placed, eithertemporarily or permanently, proximate an intended path or trajectory ofvehicles, including (but is not limited to) paved or unpaved paths,roadways, and parking locations or structures. Locations for markers 10further include locations near, on, or in place of traffic signals,traffic signs or indicators, mile markers, infrastructure indicators, orother marking indicators or structures. In some instances, one or moremarkers 10 may be positioned relative to another object to indicate itsposition, as is discussed below in greater detail. In some instances,markers indicate lanes 24, 26, lane boundaries, or vehicle lane positionrelative boundaries such as road boundaries 30, 32 or a centerline 28,as is discussed below in greater detail.

Markers 10 are configured to be detectable using radar technology, andas such may be detectable in situations when visual detection systemsare impaired. Such situations include inclement weather, such as snowcover, and low light conditions. Radar system 14 on vehicles 12 includea radar 15 with a radar transmitter 16 for transmitting electromagneticwaves, such as radio waves. Transmitted waves then encounter and reflectfrom objects in their proximity. According to the present disclosure,radar reflective markers 10 are configured to reflect transmitted wavesback to vehicle 12 and for reception by a radar receiver 18 of radar 15,conveying a unique radar signature that identifies the object as aspecific marker 10 (e.g., a marker 10 of a specific location or a marker10 of a specific type), and in some cases the unique radar signature hasencoded information that may provide a message corresponding to themarker 10. A controller 17 within radar system 14 may be used todetermine object characteristic information. Notably, the informationconveyed by a given marker 10 may be predefined or dynamically changed.Regardless of the type of information conveyed, the markers 10 may bedifferentiated from other objects detected by the radar system 14 by theunique radar signature of markers 10. Information conveyed to thevehicle by one or more of the markers 10 may be transmitted to a vehiclecontroller 20 for further interpretation, storage, communication, and/ordirection of responsive actions.

Note that the controller 17 within the radar system 14 may beimplemented in hardware or a combination of hardware with softwareand/or firmware. As an example, the controller may comprise one or morefield programmable gate arrays (FPGAs) or application-specificintegrated circuits (ASICs). In some embodiments, the controller 17 hassoftware that is executed by one or more processors (not specificallyshown) of the controller 17.

FIG. 2 depicts various components of the vehicle 12 depicted by FIG. 1 ,including a vehicle controller 20 that may be used to react to theinformation conveyed by one or more markers 10. The vehicle controller20 may receive information regarding the vehicle's environment,operation, location, and other parameters from vehicle systemcontrollers 21, as well as from sensors 34, cameras 36, and radar system14. Vehicle system controllers 21 include, for example, enginecontrollers 38 for managing the operation of and communicating withengine 40, brakes controller 42 for managing the operation of andcommunicating with brakes 44, and steering controller 46 for managingthe operation of and communicating with steering system 48. Vehiclecontroller 20 further communicates with cameras 36, sensors 34, andradar system 14 for the assessment of the vehicle's environment.Applications for cameras 36 include those related to vehicle environmentand location sensing, and rely on visual identification andinterpretation of the vehicle's exterior environment. Cameras 36 mayoperate with or without other sensors 34 or radar system 14 to provideenvironmental and vehicular information. For example, a camera 36 mayvisually detect the boundaries of a lane 24 in which vehicle 12 istraveling, while radar system 14 detects the presence of an objectwithin the trajectory of vehicle 12 in lane 24. The information providedby both camera 36 and radar system 14 may be provided to the vehiclecontroller 20 to be interpreted and used to control the velocity andthus location of the vehicle 12. Other sensors 34 include, but are notlimited to, accelerometers, tachometers, speedometers, globalpositioning systems (GPS), light detecting and ranging (LIDAR) systems,temperature sensors, emission sensors, pressure sensors, and fluid levelsensors.

In FIG. 2 , the vehicle controller 20 further communicates with vehiclesystem controllers 21 to receive information about vehicle operationsand to direct the systems which are controlled by vehicle systemcontrollers 21. For instance, the vehicle controller 20 may directengine controller 38 to alter operations of engine 40 (e.g., thrustgenerated by the engine 40), brakes controller 42 to initiate, stop, orchange the operation of brakes 44, or steering controller 46 to alterthe direction of the vehicle using steering system 48. In someinstances, vehicle controller 20 directs more than one system to altervehicle operations simultaneously or otherwise.

Further, in FIG. 2 radar system 14 serves to process signals encounteredfrom the environment of vehicle 12 and to provide data characteristicsof objects to vehicle controller 20 for interpretation. Suchcharacteristics include object size, shape, orientation, elevation, andrange, though other characteristics are contemplated by the presentdisclosure. In processing signals from the radar 15, the radarcontroller 17 may determine object location information based on a localcoordinate system relative to the vehicle 12, which may be furthercoordinated with a global coordinate system by the vehicle controller 20or the radar controller 17 to determine global positioning. The datacharacteristics may be interpreted by the vehicle controller 20 or radarcontroller 17, as described in greater detail below. In some instances,information regarding markers 10 is determined by the radar controller17 based on raw radar data from the radar 14 and is used by the radarcontroller 17 to identify markers 10, while in other instances markeridentification may be undertaken by the vehicle controller 20 using rawradar data from radar system 14.

In a preferred embodiment, radar system 14 processes signals encounteredfrom the environment of vehicle 12 and identifies markers 10 within theenvironment of vehicle 12. In radar system 14, radar controller 17 isconfigured to communicate with other elements within radar system 14,such as transmitter 16 and receiver 18. Radar controller 17 includescontrol logic that is implemented in software, as well as a processorconfigured to retrieve and execute instructions from the control logicto perform the functions ascribed herein to the radar controller 17. Forinstance, when raw data characteristics of an object or objects detectedby radar system 14 are communicated to radar controller 17, radarcontroller 17 is configured to identify or reject the object or objectsas a marker 10. This identification includes detection of object size,shape, location, number, or other characteristics indicative of a marker10. Radar controller 17 receives raw radar data from the radar 15 andmay use the raw radar data to determine the object's azimuth, elevation,range, Doppler, and micro-Doppler dimensions, which are interpreted byradar controller 17 to identify the object or group of objects as amarker 10 or other, non-marker object. Radar system 14 may communicatethe identity of an object as a marker, as well as object characteristicsof azimuth, elevation, range, Doppler, and micro-Doppler dimensions, tovehicle controller 20 for further calculations or identifications, asdescribed below in greater detail.

FIG. 3 depicts an exemplary embodiment of the vehicle controller 20. Theexemplary vehicle controller 20 depicted by FIG. 3 comprises controllogic 54 that is configured to control the vehicle controller 20. Thecontrol logic 54 may be implemented in hardware, software, or anycombination thereof. In the exemplary embodiment, depicted by FIG. 3 ,the control logic 54 is implemented in software and stored in memory 52of the controller 20. However, other configurations of the control logic54 are possible in other embodiments. The control logic 54 may beconfigured to process data from one or more sensors or vehicle systems,calculate or determine values or parameters from the data, storeinformation in memory 52, and process information from the radar system14 (FIG. 2 ), as will be described in more detail below.

As shown by an embodiment in FIG. 3 , the vehicle controller 20 may haveat least one processor 50 configured to communicate with and drive otherelements within the controller 20 via at least one bus. As an example,the processor 50 may be a digital signal processor (DSP), centralprocessing unit (CPU), or any instruction execution apparatus that isconfigured to retrieve and execute instructions from memory 52. As anexample, when the control logic 54 is implemented in software, theprocessor 50 may be configured to retrieve and execute instructions fromthe control logic 54 to perform the functions ascribed herein to thevehicle controller 20. For instance, when raw data characteristics of anobject or group of objects detected by radar system 14 are communicatedto vehicle controller 20, control logic 54 may be implemented toidentify or reject the object or group of objects as a marker 10.Further, control logic 54 may determine that the characteristics of amarker 10 convey a unique signature corresponding to an entry or entriesin memory 52. Further still, control logic 54 may determine a messagethat is encoded by the marker 10, such as a warning, an identifier(e.g., marker or location identifier), notification, or other type ofmessage. Note that in some instances, the encoded message may be apointer that can be used to retrieve information from a database orother type of memory, such as a warning, an identifier, a notification,or any other type of information described herein.

As shown by FIG. 3 , marker data 53 may be stored in memory 52 and usedby the control logic 54. The marker data 53 includes information relatedto the markers such as marker identifiers, marker locations, or othermessages to be conveyed by the markers. For example, the marker data 53may store an identifier of each marker in a particular region that avehicle 12 may encounter. As an example, as the vehicle 12 enters acertain geographic region, the marker data 53 corresponding to thatregion may be downloaded from a remote server and stored in memory 53for use while the vehicle 12 remains in that region. In someembodiments, the marker data 53 correlates each marker identifier withininformation indicative of the radar signature expected for theidentified marker. Thus, upon detecting a signature of a given marker,the marker data 53 may be consulted to determine the marker identifierthat is correlated with the signature.

In some embodiments, other types of information may be correlated in themarker data 53 with the marker identifier or the information indicativeof the radar signature. As an example, a predefined message may becorrelated with the marker identifier or signature. Thus, uponidentifying a marker or its signature, the marker data 53 may be used tolookup a message to be conveyed by the marker. In some cases, thelocation of the marker may be correlated with the marker identifier orsignature. Thus, upon identifying a marker or its signature, the markerdata 53 may be used to lookup the marker's location. Such location maybe indicated by coordinates, such as latitude and longitude, or othertypes of location information. Various other information about themarkers may be indicated by the marker data 53 in other embodiments.

Note that in some embodiments, the radar system 14 may provide raw radardata to the vehicle controller 20, which analyzes the radar data todetermine radar signatures and to compare the radar signatures to themarker data 53 to identify the markers that produced the signaturesand/or messages associated with the signatures. In other embodiments,the controller 17 of the radar system 14 may be configured to processthe raw radar data and to provide information indicative of the detectedsignatures, messages associated with the signatures, or identifiers ofthe markers that produced the signatures. Notably, the functions ofprocessing and analyzing radar data may be performed by or distributedacross the vehicle controller 20 and/or the radar controller 17 as maybe desired. Specifically, any functions described herein as beingperformed by the vehicle controller 20 may be perform instead by theradar controller 17, and any function described herein as beingperformed by the radar controller 17 may be performed by the vehiclecontroller 20. Further, any number of controllers may be used to performsuch processing and analysis. As an example, a single controller mayreceive raw radar data from the radar 15, process the raw radar data todetermine information about objects in the environment, identifymarkers, and control the vehicle based on the identified markers.

In FIG. 3 , a data interface 56 is provided to receive inputs from andconvey outputs to systems and devices within vehicle 12. As an examplethe data interface 56 may be communicatively coupled (wired orwirelessly) to the sensors 34, camera 36, vehicle system controllers 21,and the radar system 14 depicted by FIG. 2 , thereby enabling thecontroller 20 to communicate with any of these vehicle components. Thecontroller 20 may also have a display device 57, such as a liquidcrystal display (LCD), for displaying information. As an example, thecontroller 20 may display messages conveyed from one or more markers orotherwise determined from the conveyed information to occupants of thevehicle 12. For example, speed limit information, road hazardinformation, or other information pertinent to the operation of thevehicle 12 may be displayed to an occupant, such as a driver of thevehicle 12.

Referring to FIG. 4 , the vehicle 12 is positioned to detect uniqueradar signatures corresponding to multiple markers 10, such as a firstmarker 110 and a second marker 112. In the depicted embodiment, themarkers 110 and 112 have different shapes, which correspond to uniqueidentities and radar signatures. However, as described in greater detailbelow, other characteristics of markers 10 may be used to provide uniquesignatures and encode distinct information. Different types of markercharacteristics, such as shape, location, distance or spacing from othermarkers, number of reflective elements, relative positions of reflectiveelements, actuated speed, and actuated frequency, may be used to conveydistinct encoded information. The encoded information from markers 10may include a pointer to one or more database entries, where the one ormore database entries may include any information suitable for use in asystem incorporating one or more of the radar markers. In someinstances, more than one marker characteristic may be used to conveymore than one type or encoded information. In some instances, more thanone marker 10 is used to convey encoded information.

In a non-limiting example of marker characteristics for conveyingencoded information, marker shape and orientation may be used to conveytraffic regulations, such as a speed limit. In such an exemplarysituation, a triangular shaped marker 112 may be recognized ascorresponding to speed limits based on the marker shape. Further, thepattern or orientation of the triangle of marker 112 may convey thenumerical value of the speed limit, such as a vertex facing downwardindicating a value of 25 miles per hour or a vertex facing upwardsindicating a value of 65 miles per hour. In this example, radar system14 detects marker 112 and its characteristic shape, size, andorientation and provides this information as raw data to vehiclecontroller 20. From the raw data, vehicle controller 20 implementscontrol logic 54 to recognize marker 112 as a marker and to identify theunique signature provided by marker 112, and then looks up allcorresponding information from memory 52 related to the identifiedunique signature.

Additional non-limiting examples of the encoded information or thedatabase entries may include a surveyed location, a specific location,structure, or other object along a thoroughfare, including a roadway,bridge, or tunnel, one or more of a distance and direction to an object,coordinates of the marker or an object in Earth Centered Earth Fixed(ECEF) reference frame.

The disclosed radar markers 10 may be utilized by radar system 14 withsufficient resolution in one or more of azimuth, elevation, range,Doppler, and micro-Doppler dimensions to discern the spatial informationprovided by the reflector elements in the same one or more dimensions.Alternately, radar markers 10 may be configured with a particularspacing in one or more of azimuth, elevation, range, Doppler, andmicro-Doppler dimensions that allows the radar with a particularresolution in the same one or more dimensions to discern the spatialinformation provided by the reflector elements. In embodiments with ahigher resolution radar, the marker spacing may be relatively smaller,while in embodiments with a lower resolution radar, it may be desirablefor the marker spacing to be relatively larger to allow the radar system14 to discern the desired characteristics for conveying information.

An example of a radar system 14 that may be used with the vehicle 12 isa 2-D MIMO sparse array system with a sparse array selected to minimizeinterpolation error of Doppler signals at virtual and missing arrayelements, which receives a Range-Doppler bin of radar return signalsfrom one or more radar markers 10. The exemplary system estimatessignals at virtual and missing 2D array elements, processes the signalsat the virtual positions, obtains optimal estimates of principle targetscatterers in elevation, azimuth, angles, and power, and renders anddisplays an ultra-high angle resolution of Doppler features of the oneor more radar markers 10. The features may be analyzed and compared to adatabase of known features, or may be interpreted to realize theinformation encoded in the return signals. Further, the 2-D MIMO sparsearray system provides at least an order of magnitude improvement inresolution of detected objects, allowing markers 10 to be recognizedwith smaller sizes than would be possible with other radar systems.Smaller markers 10 may result in a reduction in marker costs, permittingradar-based information system 10 to be implemented at a significantlylower cost. Exemplary 2-D MIMO sparse array systems are described incommonly-assigned U.S. application Ser. No. 17/375,994, entitled“Methods and Systems for Processing Radar Signals” and filed on Jul. 14,2021, which is incorporated herein by reference. In other embodiments,other types of radar may be used.

Referring again to FIG. 4 , marker shape, as indicated by the circularshape of marker 110 and triangular shape of marker 112, may be used toconvey a unique radar signature for each marker 110, 112. For example,radar system 14 detects marker 110 to have a unique signature based onits circular shape, which may indicate that the marker 110 represents ordefines a mile marker or position along roadway 22, while it detectsmarker 112 to have a different radar signature based on its triangularshape, which may indicate that the marker 112 represents or defines aspeed limit for roadway 22. When marker 112 represents a speed limit,speed values may be further indicated by the size of marker 112, withparticular sizes representing particular speed values. Other potentialencoded information includes, but is not limited to road constructionstatus, infrastructure locations, hazard information, weatherinformation, mile markings, location information, speed limits, or otherroad, vehicle, or environment characteristic.

Referring to FIG. 5 , reflector elements are included with a uniquespatial pattern to provide a unique radar signature for markers 114 and116. As an example, the multi-element marker 114 shown by FIG. 5 hasthree elements 101-103, and the multi-element marker has three elements104-106. Each element 101-106 has a unique shape to facilitateidentification of the element from other objects that may be in theenvironment. In the exemplary embodiment shown by FIG. 5 , each element101-106 has a circular shape with a predefined diameter and is spacedapart from the other elements of the same marker within a predefinedrange. As an example, each element 101-103 of marker 114 may be spacedfrom the next adjacent element 101-103 of the same marker 114 by no morethan a threshold distance (e.g., about three inches). Thus, if the radarsystem 14 determines that a signature indicates that there are multiplecircular objects of the predefined diameter that are positioned withinat least a threshold distance of each other, then the radar system 14may determine that the objects represent elements 101-103 of an encodedmarker. Thereafter, the radar system 14 may analyze the spatialarrangement of the elements 101-103 or other characteristics of themarker to determine information conveyed by the marker. Note that FIG. 5shows each marker 114 and 116 as having three elements, but amulti-element marker may have any number of elements in otherembodiments.

As indicated above, after having identified a marker 114 or 116, theradar system 14 may analyze the spatial arrangement of its elements inorder to decode information from the marker. As an example, the elements101-103 of marker 114 are arranged in a straight line, whereas theelements 104-106 of marker 116 are arranged in a triangular pattern. Theunique spatial pattern of marker 114 (i.e., three elements in a straightline) may convey certain information, and the unique pattern of marker116 (i.e., three elements in a triangular pattern) may convey differentinformation. Thus, by identifying the spatial pattern of the elements ofa given marker, the radar system 14 can determine the information thatis conveyed by the marker.

As an example, each spatial pattern may be unique to and indicate amarker type, such as a certain type of roadside sign. For example, thespatial pattern defined by the marker 114 may correspond to a stop signindicating that the vehicle 12 should temporarily come to a stop at ornear the marker 114, whereas the spatial pattern defined by the marker116 may correspond to a yield sign indicating that the vehicle 12 shouldyield to other traffic at or near the marker 116. Various other markertypes are possible in other embodiments. As an example, the spatialpattern of a marker may indicate that a hazard (e.g., a trafficaccident, construction zone, or sharp turn) is close to the marker or isdown road from the marker a short distance (e.g., 500 feet), therebywarning the driver of vehicle 12 or the vehicle controller 20 of thehazard so that appropriate action can be taken (e.g., decrease inspeed).

In some embodiments, the spatial pattern of a marker may indicate only aportion of a message. As an example, multiple markers may be used toconvey a message where each marker represents a portion, such as adigit, character, word, or phrase, of a message. As an example, the twomarkers 114 and 116 may form a speed limit message to convey the speedlimit for the area in which the markers 114 and 116 are located. In suchexample, the marker 116 may convey a numerical value or digit (e.g.,“6”) and the marker 114 may convey another numerical value or digit(e.g., “5”) such that a certain speed limit (e.g., 65 miles per hour) isconveyed by the two markers 114 and 116. In such example, the proximityof the markers 114 and 116 relative to one another may indicate thatthey are part of the same message. As an example, the radar system 14may be configured to determine that two consecutive markers that areless than a threshold distance from each other are part of the samemessage. Other techniques for utilizing unique spatial patterns toconvey information are possible in other embodiments.

In FIG. 6 , markers 10 include different spacings 118, 120, which conveyunique radar signatures and distinct information from the markers 10.Markers 10 are detected by radar system 14 and their local position isdetermined. Vehicle controller 20 then determines spacings byrecognizing each object or group of objects as a marker and, throughcontrol logic 54, recognizes spacing between each marker 10 as a uniquesignature. Thus, spacings of one length may correspond to firstinformation, while spacings of a second length may correspond todifferent information. Further, a group of objects may indicate severalmarkers 10 with different spacings providing further information, or mayidentify a group of objects with a certain spacing or organization asindicating one marker having a particular signature.

In the example depicted in FIG. 6 , larger spacing 118 provides a firstencoded message or parameter, while smaller spacing 120 provides asecond encoded message or parameter. The first encoded parameter may,for example, indicate a higher speed limit, while the second encodedparameter may indicate a lower speed limit. Thus, vehicle controller 20receives information based on the spacings of markers 10 that allows forcontrol of vehicle systems 21 or for communication of such informationto a driver or passenger of vehicle 12.

In another non-limiting example, spacing between markers 10 may directlyencode messages. Modulation of spacings may be undertaken to form abinary or other type of pattern, which is recognized using control logic54. As an example, a larger spacing 118 may indicate a binary “1”, whilea smaller spacing 120 may indicate a binary “0”. All marker spacingswithin a particular range may then be interpreted as a binary messagethat can indicate unique information, such as an alert to road ortraffic conditions. The message may be used to access a predeterminedstored in memory 52 (e.g., point to a database entry or other memorylocation where a predefined message is stored), or may define a newmessage encoded using binary (e.g., the binary pattern defines a newmessage being conveyed).

In FIG. 7 , directionally-shaped marker 122 is provided to conveyinformation based on its shape. For instance, pointers may extend tospecific cardinal directions, east, west, north, and south, and anindicator may be detectable on or between pointers to providedirectional information to vehicle 12.

Now referring to FIGS. 8A-8D, actuated markers 124 and 132 are depicted,respectively. In both depicted examples, markers 124 and 132 are drivenby an actuator 130, which provides motion that is interpreted as aunique radar signature. Actuator operation is described in more detailbelow. Actuation includes the movement of one or more elements 128, 136about a point of rotation, such as by the movement of arms 126, 134.Movement may include full rotation about a point of rotation or rotationwithin a range of angles about a point of rotation. Movement includesincreases or decreases in speed or velocity, or changes in rotationaldirection. Actuation may further include a cessation of motion ofelements 128, 136. Elements 128, 136 are depicted as circular and asattached to arms 126, 134 that pivot about a central point of rotationin FIGS. 8A-8D, though other element and arm shapes, sizes, lengths,numbers, and positions are compatible with the present disclosure.

FIG. 10 depicts components of an actuator marker in greater detail.Actuator 130 is attached to moving elements of an actuator marker eitherdirectly or indirectly, such as to arms 126, 134. An actuator controller131 communicates with actuator 130 and with a communication interface133. Controller 131 receives information to communicate via markeractuation from communication interface 133, which may allow a user totransmit a message locally at the marker or remotely using wirelesscommunication. Thus, actuator markers are capable of receiving a messagefrom a remote location (e.g., a remote server) and delivering themessage to one or more vehicles. The message may be updated or changesas may be desired. After a message is provided by the communicationinterface 133, actuator controller 131 directs actuator 130 to impart acorresponding motion or pattern of motion to convey the message. Thus,different element positions, rotational frequencies, rotationaldirections, or other actuated characteristics are adjusted by actuator130 to convey a message, such as an encoded message or unique signature.

In the exemplary embodiment depicted in FIG. 8A, actuator marker 124 hasarms 126 that extend from the marker 124 and are attached to elements128. When actuator 130 drives actuator marker 124, arms 126 withelements 128 rotate about a central point of rotation at a frequency andin a direction that is detectable using radar system 14. FIG. 8A showsthe marker 124 in a first orientation, and FIG. 8B shows the marker 124after the elements 128 have been rotated clockwise by an amount. Theradar system 14 is configured to recognize element position and changesin position over time, which vehicle controller 20 interprets as aunique signature or encoded message. For instance, frequencies may besampled over a period of time, such as every half second or tenth of asecond. When frequencies change over the sampling period, a message orportion of a message may be provided and interpreted using control logic54 or entries in a database in memory 52. While arms 126 are depicted inFIG. 8A, actuator marker 124 is contemplated to have different reflectorelements in embodiments not depicted, such as blades, spokes, rotors, orother rotatable or moveable elements. As actuator 130 imparts motion,the motion is implemented at specific times in some instances, isconstant in some instances, or is periodic over time in other instances.For rotating motion, the frequency is constant in some instances orvariable in other instances.

In some embodiments, such as the embodiment depicted in FIGS. 9A and 9B,the actuator 130 serves as an actuator marker 124, where characteristicssuch as the number of elements 128 or speed of rotation conveyinformation to radar system 14. In the example depicted in FIG. 9A,there are four elements 128 on actuator marker 124, while in FIG. 9Bthere are eight elements 128 on actuator marker 124. The radarcontroller 17 of the radar system 14 may be configured to count thenumber of elements 128 on a given marker and use such information asinput indicating a parameter of the marker, such as marker type. Also,the radar controller 17 may be configured to determine the speed orrotational frequency of the elements 128 and use such information asinput indicating another parameter, such as a data value or other typeof information. For example, in FIG. 9A, the four elements 128 mayindicate that actuator marker 124 represents a traffic signal, wherespeed or rotational frequency of actuator marker 124 indicates a red,yellow, or green traffic light. In FIG. 9B, the eight elements 128 may,for example, indicate that actuator marker 124 represents a speed limit,where a speed or rotational frequency of actuator marker 124 indicates aspeed limit value.

In some embodiments, the rotational frequency or other movement speed ordirection may be modulated to convey an encoded signal. For example, arotational frequency or speed above a predetermined threshold may bedetermined to convey a binary “1” value, where a frequency below thepredetermined threshold may be determined to convey a binary “0” value.Thus, the frequency or other movement speed may be modulated over timeto convey a stream of binary values, which encodes a message, value, orparameter that is interpreted by vehicle controller 20. For example,frequency modulation may be used to convey a binary message of 00 forthe color red, 01 for the color yellow, and 10 for the color green at atraffic signal.

In another example, the actuator 130 may encode information using theorientation of one or more elements 128. As an example, a bit orcharacter may be encoded each sampling period by moving the elements 128to a certain position for the sampling period. For example, theorientation shown by FIG. 8A may represent a binary “0” and theorientation shown by FIG. 8B may represent a binary “1”. For a givensampling period for a bit, the actuator 130 may move the elements 128 tothe appropriate orientation to convey the desired bit value.

In FIG. 8C, actuator marker 132 has an arm 134 that extends and connectsto an element 136. While one arm 134 and element 136 is depicted, morethan one arm 134 and element 136 is compatible with the presentdisclosure. When actuator 130 drives actuator marker 132, arms 134 withelements 136 rotate or move at a velocity or frequency that isdetectable using radar system 14. FIG. 8C shows the marker 132 in afirst orientation, and FIG. 8D shows the marker 132 after element 136has been rotated clockwise by an amount. Radar system 14 further detectsthe position of elements 136 or the change in position of elements 136over a sampling period. Rotation or motion modulates the position of oneor more of rotating elements 136, where the velocity, acceleration,frequency and/or rotating element position provides a unique radarsignature that is interpreted by vehicle controller 20. When velocity orfrequency is a characteristic that conveys the unique radar signature,it may be done as described for actuator marker 124 in FIG. 8A. Whenposition of elements 136 conveys the unique radar signature, radarsystem 14 is configured to interpret different rotating elementpositions, elevations, azimuths, or ranges as corresponding to differentunique radar signatures that impart different encoded messages orparameters.

For example, in FIG. 8C, a raised element 136 may indicate onesituation, while a lowered element 136 as in FIG. 8D may indicateanother situation. This may indicate that when element 136 is raised,road work is ongoing and a lower speed limit is in force, while whenelement 136 is lowered, no road work is occurring and a higher speedlimit is indicated. In another instance, the arm 134 may be utilized tomove element 136 at a frequency or frequencies, which may be interpretedas described above for actuator marker 124 in FIG. 8A.

Referring now to FIG. 11 , a radar-based information system 11 forlocalization using localization markers 138, 140, and 142 is depicted.The radar-based information system 11 includes one or more markers 138,140, and 142, that are positioned such that vehicle 12 with radar system14 is capable of detecting reflected radio waves and interpreting uniqueradar signatures for each marker 138, 140, and 142. In the depictedembodiment, three markers 138, 140, and 142 are shown, though more orless markers with different shapes, sizes, reflective elements,positions, spacings, or configurations are contemplated by the presentdisclosure. The depicted embodiment shows first location marker 138 andsecond location marker 140 on a side of roadway 22 closest to first roadboundary 30, and third location marker 142 closest to second roadboundary 32, though other locations and positions of markers notdepicted are contemplated by the present disclosure.

When vehicle 12 is proximate markers 138, 140, and 142, radar system 14receives characteristic information for each marker, which includes aunique radar signature for each marker. The unique radar signature isinterpreted by vehicle controller 20 to convey a distinct encodedmessage for each marker 138, 140, and 142, where the encoded message is,in some instances, an identification and/or geolocation of each marker138, 140, and 142.

As an example, as noted above, the marker data 53 may store informationcorrelating each marker with its respective location, such as themarker's coordinates (e.g., latitude and longitude) within a predefinedcoordinate system. Based on the radar returns from the markers 138, 140,and 142, the vehicle controller 20 may be configured to identify eachmarker 138, 140, and 142 using the techniques described above and thenuse the marker data 53 to determine each marker's location within thepredefined coordinate system. Based on other information gleaned fromthe returns, such as the range, azimuth, and elevation of each marker138, 140, and 142 relative to the vehicle 12, the vehicle controller 20may determine the vehicle's location relative to the locations of themarkers 138, 140, and 142. The vehicle controller 20 may then use knownalgorithms, such as trilateration, triangulation, or multilateration todetermine the vehicle's location within the predefined coordinatesystem, as will be described in more detail below.

In other embodiments, other techniques may be used to determine thevehicle's location. As an example, a given marker 138, 140, and 142 maybe configured to convey a message that includes at least one numericalvalue representing a distance of the marker from a reference point. Forexample, the value may indicate the marker's distance from a shoulder ora centerline or boundary line of the roadway or lane on which thevehicle 12 is traveling. Using this information as well as the marker'sdistance from the vehicle 12, the vehicle controller 20 may determinethe vehicle's location from the reference point.

In some instances, the encoded message may be an identification and/orgeolocation of an object corresponding to each marker 138, 140, and 142.Such an object is, for example, a piece of equipment, a vehicle, astructure, infrastructure, a pipeline, a natural feature, a material, oranother identifiable object. As an example, a marker 138, 140, or 142corresponding a particular object may be positioned in close proximityto such object in order to mark the approximate location of that object.Such marker may convey an identification of or other informationcorresponding to the object such that, by locating the marker, thelocation of the object is known or determinable. In some instances, anobject identified using markers 138, 140, and/or 142 may be visiblyobscured or hidden such that locating the object without use of thecorresponding marker may be difficult, (e.g., when the object is coveredin snow or located underground). For example, the approximate locationof a hidden underground water pipeline may be indicated by acorresponding marker 138, 140, or 142 so that large vehicles, such asmining trucks, avoid damage to the pipeline. In another example, a pieceof snow clearing equipment that is left on a side of a roadway may beidentified even when obscured with snow so that it may be relocated andretrieved. Locations of markers and nearby objects may be understood bya vehicle controller 20 to be relative to a known coordinate system,such as a global positioning system indicating latitude and longitude.

To better illustrate some of the concepts described above, assume thatit is desirable for the markers 138, 140, and 142 to be used todetermine the location of the vehicle 12 within a predefined coordinatesystem. For illustrative purposes, assume that this predefinedcoordinate system, referred to hereafter as “local coordinate system,”is relative to a stationary reference point or origin. Thus, thelocations within such local coordinate system of various stationaryobjects, such as the road, lanes, roadway exits, bridges, etc. may beknown. In addition, the locations (e.g., coordinates) of the markers138, 140, and 142 within this local coordinate system may be known andstored in the marker data 53.

Further assume that the vehicle 12 is traveling at a location where itreceives returns from the markers 138, 140, and 142. Based on thereturns, the radar system 14 can determine the location of each marker138, 140, and 142 relative to the radar system 14 and, thus, the vehicle12. As an example, the radar system 14 can determine the range, azimuthand elevation of each marker 138, 140, and 142 and communicate thisinformation to the vehicle controller 20. In addition, the radar system14 may also communicate sufficient information about the signatures fromthe markers 138, 140, and 142 such that the vehicle controller 20 canidentify each marker 138, 140, and 142. Using the marker data 53, thevehicle controller 20 can determine the location of each identifiedmarker 138, 140, and 142 within the local coordinate system. In thisregard, as described above, the vehicle controller 20 may identify eachmarker 138, 140, and 142 based on its respective radar signature, whichis unique to that marker. After identifying each marker 138, 140, and142, the vehicle controller 20 may analyze the marker data 53 todetermine the coordinates or other location information of eachidentified marker 138, 140, and 142 within the local coordinate system.Knowing the locations of the markers 138, 140, and 142 within the localcoordinate system and the vehicle's location relative to the markers138, 140, and 142, the vehicle controller 20 may then use trilateration,triangulation, multilateration, or other algorithm to determine thevehicle's location (e.g., coordinates) within the local coordinatesystem.

For example, in the depicted embodiment, the distance between vehicle 12and marker 138 is shown as first radius 144, the distance betweenvehicle 12 and marker 140 is shown as second radius 146, and thedistance between vehicle 12 and marker 142 is shown as third radius 148.In this example, multilateration may be used by the vehicle controller20 to determine the vehicle location 150 within the local coordinatesystem from radii 144, 146, and 142 and known marker locations withinthe local coordinate system. In embodiments not shown, angulardimensions detected by radar system 14 of each marker 138, 140, and/or142 relative to the vehicle 12 may be used with a triangulation approachto determine vehicle location 150. Vehicle location 150, when determinedusing markers 138, 140, and/or 142 may be more accurate relative tolocations determined using GPS. For example, local position or vehiclelocation 150 may be determined within an accuracy of just a fewcentimeters according to the disclosed localization system, though othermargins are possible in other embodiments. Further, triangulation ormultilateration using markers 138, 140, and/or 142 to determine a localposition is possible in regions where satellite connectivity is reducedor insufficient for GPS functionality in vehicle 12.

In some embodiments, the vehicle controller 20 may use the vehicle'slocation within the local coordinate system to make a variety of controldecisions and/or to determine or otherwise calculate parameters to beused in control decisions. As an example, by comparing the vehicle'slocation over time, the vehicle controller 20 may accurately detect thevehicle's instantaneous or average speed or determine the vehicle'sposition relative to another object such the vehicle's position withinthe roadway or lane, and proximity to an object or hazard within or nearthe vehicle's trajectory. In this regard, as noted above, the locationsof various stationary objects, such as roads, lanes, exits, and roadsideor roadway hazards may be known, and information indicative of suchlocations may be stored by the vehicle controller 20. As an example, thevehicle controller 20 may store a geographical map indicating thelocations of these objects within the map. The vehicle controller 20 maybe configured to compare the vehicle's determined location to thelocations of the objects in the map to make various control decisions.As an example, the vehicle controller 20 may control the velocity of thevehicle 12 in order to navigate the vehicle 12 along the roadway or toavoid a hazard.

Note that the precision of the vehicle's location within the localcoordinate system enables the vehicle controller 20 to make controldecisions that may be not possible with less accurate systems, such asGPS. As an example, the vehicle controller 20 may precisely control thevehicle's location within a lane by comparing the vehicle's location tothe location of the lane in the stored map. For example, the vehiclecontroller 20 may control the vehicle 12 such that the center of thevehicle 12 travels along the centerline of the lane or that the tires(or other vehicle component) are a precise distance from an edge of thelane or other reference point. In some embodiments, where the distanceor location of a marker 138, 140, and 142 from a road or lane is known,the vehicle controller 20 may precisely position the vehicle 12 withinthe lane by controlling the vehicle's location from the marker. Variousother techniques may be used to control the position of the vehicle 12in a lane or on a roadway in other embodiments.

As described above, the vehicle controller 20, in some embodiments,initiates responses to information conveyed using radar reflectivemarkers 10 and/or other sensor or vehicle system input. Responsesinclude, for instance, directing vehicle systems to alter speed, vehicleposition, or a combination thereof. Other responses include alertingpassengers to a condition or parameter conveyed by markers 10. Otherresponses to information conveyed, at least in part, by markers 10 arecontemplated by the present disclosure. In order to respond to suchinformation, vehicle controller 20 is configured to communicate withsystem controllers 21 or other controllers not depicted in FIG. 2 .Communication with system controllers 21 is, in some instance, directionto alter vehicle components, systems, or operation in response toinformation conveyed, at least in part, by markers 10.

For example, when the vehicle location 150 is determined by vehiclecontroller 20 from markers 138, 140, and/or 142, the local position maybe determined with such precision that position within lane 24, positionrelative to road or lane boundary 30, 32, or position relative tocenterline 28 is known. The vehicle controller 20 may be configured toidentify when vehicle 12 is or is not in a desirable local position, andadjust vehicle position within lane 24 relative to road or lane boundary30, 32 or to centerline 28 when a change to the local position isdesired. As an example, in instances where markers 10 convey a messageregarding a hazard or object impeding a vehicle's intended path, thevehicle controller 20 may be configured to direct vehicle 12 intoanother lane, when available, or to slow or stop vehicle 12 prior toimpact with the hazard or object.

In some instances, the local positions of vehicles 12 within a lane maybe controlled such that wear on the roadway is better distributed acrossthe surface of the lane 24. In this regard, if a large number ofautonomous vehicles are controlled to drive precisely along thecenterline of a lane (e.g., where the center of the vehicle 12 travelssubstantially along the centerline), then it is likely that the tires ofthe vehicles will make contact with the lane in substantially the sameregions. This is in contrast to human drivers that may be moresusceptible to veering and thus vary the relative positioning ofvehicles within a lane in a more random fashion. In addition, the wearof a roadway may be particularly problematic along certain roads thatcarry a relatively large number of heavy vehicles, such as dump trucks,18-wheelers, or other vehicles that typically carry heavy cargo.

To help distribute wear across a surface of a lane more evenly, thevehicle controllers 20 of different vehicles may control the vehicles 12such that each vehicle 12 travels at a slightly different position oroffset from the lane centerline relative to other vehicles. There arevarious techniques that can be used to achieve this effect. In someembodiments, each vehicle 12 is assigned an offset value indicatingamount of offset from a reference point, such as a lane boundary orcenterline, that the vehicle 12 is travel down a lane 24. The offsetvalues may be randomly assigned within a certain range so that theoffset value of each vehicle 12 is likely different than most if not allof the other vehicles 12, but other techniques for determining theoffset values are possible.

After the vehicle controller 20 receives the offset value assigned toits vehicle 12, the vehicle controller 20 controls operation of thevehicle 12 so that it travels down a lane at the offset assigned to it.In controlling the position of the vehicle 12 within the lane 24, thevehicle controller 20 may determine the vehicle's local position basedon radar reflections from the markers described above, or some othertechniques for determining the vehicle's location may be used (e.g.,using a camera that images a lane so that the vehicle's position withinthe lane may be determined by identifying road markings or boundaries inthe captured images).

In some embodiments, the offset values are algorithmically determinedbased on various factors, such as vehicle type, size, or weight. In thisregard, the offset values assigned to the vehicles 12 may be controlledby a central or remote server (not shown) in communication with thevehicle controllers 24. Each vehicle controller 24 may be configured tosubmit a request for an offset value for a lane 24 as the vehicle 12 istraveling down the lane 24 or before entering the lane 24. Such requestmay include information about the vehicle 12, such as it type, size, orweight. In response to receiving such request, the remote server may beconfigured to use the vehicle information in the request, such as type,size, or weight, to determine an offset value for the vehicle 12 andreturn such offset value to the vehicle controller 20 for use incontrolling the position of the vehicle 12 within the lane 24, asdescribed above. As an example, the remote server may consider theoffsets assigned to other vehicles of a similar type, size, or weightand select an offset value for the current vehicle 12 that issignificantly different than the offset values or the average of theoffset values for the other vehicles of a similar type, size, or weight.Various other techniques for selecting a desired offset value arepossible.

An embodiment of a spinning actuator marker 212 is depicted in FIG. 12 ,where a traffic light assembly 210 encases or otherwise supportsactuator marker 212. The frequency or speed of rotation of the marker212 conveys a unique radar signature that corresponds to the signalconveyed by the traffic light assembly 210. For instance, one frequencymay indicate that the traffic light assembly 210 is conveying a red(stop) signal, another frequency may indicate that the traffic lightassembly 210 is conveying a green (go) signal, and another frequency mayindicate that the traffic light assembly 210 is conveying a yellowsignal, as described for FIG. 8A. However, other messages are capable ofbeing conveyed by the marker 212. For instance, the frequency of themarker 212 may be configured to convey a message alerting a vehicle 12to an impending change in the traffic signal, such as from red-to-green,yellow-to-red, or green-to-yellow, and thus permit vehicle controller 20to adjust vehicle speed or operation accordingly.

As an example, knowing that the traffic light assembly 210 is about totransition from green-to-yellow, the vehicle controller 20 of anapproaching vehicle 12 may begin to slow sooner than it otherwise wouldrelative to an embodiment in which it was only able to discern thecurrent state of the traffic light assembly 210. This may help toimprove safety or conserve fuel. In some embodiments, the frequency ofthe marker 212 may convey a value indicative of the time that thetraffic light assembly 210 will transition to the next state. Forexample, the marker 212 may convey a countdown where the value conveyedis decreased to mark the current time remaining until the change ofstate, such as a transition from green-to-yellow, yellow-to-red, orred-to-green. Thus, the frequency of rotation may be continuously orrepetitively changed to indicate such time remaining. In otherembodiments, other techniques are possible for indicating the amount oftime remaining or that a transition of a state of the traffic lightassembly 210 is imminent. For example, the positional orientation of amarker may be used to indicate the state of the traffic light assembly210, according to the techniques described above for FIGS. 8A and 8B.

Note that the location of marker 212 is shown in a top portion of thetraffic light assembly 210 in the depicted example, such as at thelocation of or coupled to a red light of the assembly 210 though otherlocations are contemplated. As an example, a respective marker 212 maybe located on or coupled to each light of the assembly. In such anexample, the corresponding marker 212 at or coupled to a light currentlyemitting a light signal may be activated (e.g., spinning) while theother markers are deactivated (e.g., not spinning) to indicate whichlights are currently emitting signals. In another embodiment, thelight(s) currently emitting a signal may be spinning at one frequency orrate while the light(s) that for which emission of a signal is eminentmay be spinning at another frequency or rate to indicate the impendingtransition of the state of the assembly 210. In some instances, a marker212 may be located proximate, but not connected to, the traffic lightassembly 210.

Referring now to FIG. 13 , an embedded radar reflective marker 312 isshown attached to or embedded within a lane reflector 310. Such a lanereflector 310 may be positioned on a roadway to indicate a boundary orother aspect of the roadway. As an example, reflectors 310 may bepositioned along a lane line (e.g., centerline 314 of a roadway) that isused to mark a boundary of the lane. The reflector 310 is composed of amaterial that reflects light from the headlights of vehicles so thatdrivers can better visualize the boundary or other reference marked bythe reflector 310 at night or during reduced visibility.

The marker 312 is positioned to provide radar-detectable informationabout the location of centerline 314 or other lane or road boundaries.That is, by reflecting radar signals, the marker 312 and, thus,reflector 310 is visible to the radar system 14 such that the vehiclecontroller 20 can use the radar information from the radar system 14 todetermine the location of the boundary marked by the marker 312 andreflector 310. Such information may be particularly helpful when roadconditions make visual detection of boundaries difficult or impossible,such as when roads are covered in snow or in low light conditions.

Referring now to FIG. 14 , an exemplary lane positioning system 400 isdepicted. Lane positioning system 400 includes at least onesensor-identifiable marker 410, which may be a radar reflective marker,a visually identifiable marker, or any other marker identifiable as suchby a sensor system 414 on a vehicle 412. Sensor-identifiable marker 410may be located proximate lane 420 of a roadway, or may be embeddedwithin or comprise at least a portion of a roadway feature, such as alane boundary 416 or centerline 418. Marker 410 is configured to provideinformation regarding road boundary locations, lane boundary locations,marker geolocations, lane boundary geolocations, road features, roadtrajectory, traffic conditions, traffic signals, speed limits, and/orother roadway or vehicle information either directly or indirectly.Further, marker 410 may provide an indication of upcoming or changingroadway, traffic, or vehicle information.

When marker 410 is a radar reflective marker, it is configured to conveya unique radar signature, as described above. The unique radar signaturemay provide an encoded message or correspond to an entry in a database,as described above. The unique radar signature may indicate a laneboundary, a lane boundary location, or a geolocation corresponding to alane boundary in some instances. In some embodiments, a lane position ofvehicle 412 is at least partially determined from at least one of arange, azimuth, and elevation of vehicle 412 with respect to marker 410.

When marker 410 is a visually identifiable marker, it is configured tobe detectable by sensor system 414 on vehicle 412, such as a camera. Forexample, a camera may perform a uniform scan to range and detect objectsin proximity to vehicle 412. The sensing may be undertaken using one ormore cameras that interpret environmental details visually, and withoptional assistance from other sensing systems, as described above. Insome instances, marker 410 is identifiable via either radar system 14 ora visual sensor. In some instances, one or more markers 410 or laneboundaries are identifiable via either radar system 14, while othermarkers 410 or lane boundaries are identifiable via visual sensingsystems. In some instances where environmental conditions influencevisibility, vehicle controller 20 determines an appropriate sensorsystem 414 to detect markers 410 or lane boundaries. For example, insnow conditions, vehicle controller 20 may select radar system 14 fordetecting markers 410 or lane boundaries. In other instances whereenvironmental conditions influence visibility, vehicle controller 20receives information from more than one sensor system 414 to detectmarkers 410 or lane boundaries. For example, in low light conditions,lane boundaries may be detected both visually using cameras and throughmarkers 410 identified using radar system 14.

When multiple sensor systems 414 are available for detecting markers 410or lane boundaries, vehicle controller 20 is configured to determine aconfidence value corresponding to the accuracy of information receivedusing each sensor system 414. For example, a confidence value may bedetermined based on the quality of images or image data received from acamera relative to a predetermined quality threshold. A confidence valuegreater than or equal to a quality threshold may be considered adequate,and may indicate that the sensor system 414 providing the confidencevalue is capable of detecting markers 410 or lane boundaries in thecurrent environmental conditions. In this case, vehicle controller 20may instruct the camera to detect markers 410 or lane boundaries. Aconfidence value less than a quality threshold may be consideredinadequate, and may indicate that the sensor system 414 providing theconfidence value is not capable of detecting markers 410 or laneboundaries with sufficient accuracy in the current environmentalconditions. In this case, vehicle controller 20 may use an alternativesensor system, such as radar system 14, to detect markers 410 or laneboundaries.

Alternatively, in the case when the confidence value is less than aquality threshold, vehicle controller 20 may instruct both the cameraand radar system 14 to detect markers 410 or lane boundaries and comparecamera data with radar data for verification. When there arediscrepancies between the data, vehicle controller 20 may rely on datafrom radar system 14. For example, when low light conditions occur and aconfidence value of camera image data is less than a quality threshold,both camera and radar system 14 may be used with a reliance on radarsystem data when discrepancies between radar and camera data exist. Inyet other embodiments, the vehicle controller 20 may resolvediscrepancies between sensing systems in other ways.

In some instances, marker 410 is lane boundary 416 or is embedded withinlane boundary 416, such as shown in the system depicted in FIG. 13 .Lane boundary 416 of FIG. 14 is identifiable using a sensor system 414,such as a camera. Vehicle controller 20 is configured to determine, fromdata provided by sensor system 414, the position of lane boundary 416and to use this information to adjust vehicle 412 via system controllers21, as described above. Similar to lane boundary 416, centerline 418 isidentifiable using sensor system 414 and may be used to provideinformation to adjust vehicle 412.

Upon determining the location of lane boundary 416, centerline 416, orother roadway boundaries provided by marker 410, vehicle controller 20is configured to determine a vehicle lane position. When sensor system414 is a visual sensing system, image data is provided to vehiclecontroller 20 to identify the location of lane boundary 416, centerline416, or other roadway boundaries provided by marker 410. Vehiclecontroller 20 then uses this data to determine the lane position ofvehicle 412. When sensor system 414 is radar system 14, radio waves arereceived by radar receiver 18 of radar system 14 following theirreflection from at least one radar reflective marker located proximatevehicle 412. These received radio waves are configured to convey uniqueradar signatures, and each unique radar signature may correspond to arespective radar reflective marker. The unique radar signatures, alongwith at least one of range, azimuth, and elevation dimensions of vehicle412 with respect to marker 410, are communicated to vehicle controller20. Vehicle controller 20 determines the lane position of vehicle 412from the unique radar signature and at least one of the range, azimuth,and elevation dimensions. As an example, the distance of marker 410 froma lane boundary may be predefined and known by the vehicle controller 20or such distance may be communicated by the marker 410 (according totechniques described above) so that the vehicle controller 20 is awareof the distance. Thus, based on the determined location of the marker410 relative to the vehicle, the vehicle controller 20 (using the knowndistance between the marker 410 and the lane boundary) can determine thelocation of the lane boundary relative to the vehicle and, thus, thelane position of the vehicle within the lane marked by the laneboundary.

When vehicle lane position is determined, vehicle controller mayestablish an initial trajectory 422 in which vehicle 412 is configuredto follow when no adjustments are made to vehicle operation. Initialtrajectory 422 is adjusted when vehicle controller 20 instructs vehiclesystem controllers 21 to alter vehicle operation. For instance, vehiclecontroller 20 may instruct vehicle movement to a new lane position tothe right of the initial lane position by adjusting initial trajectory422 to right-shifting trajectory 426 in FIG. 14 . Similarly, vehiclecontroller 20 instructs vehicle movement to a new lane position to theleft of the initial lane position by adjusting initial trajectory 422 toleft-shifting trajectory 424. Any adjustments to vehicle initialtrajectory 422 may be made in response to the current lane positiondetermined using sensor system 414, due to other road or trafficconditions, or due to a combination thereof, as is discussed in detailbelow.

When lane position is to be adjusted, vehicle controller 20 maydetermine a new lane position that is a safe lane position (e.g., withina predefined range of lane positions deemed to be safe for normaloperation). Data indicative of such range may be stored in memory 52 oranother memory location. Marker 410 may include an encoded message thatprovides a pointer to an entry or entries indicating safe lanepositions, or the message can provide lane information such as lanelocation, lane width, a number of proximate lanes, a direction oftraffic in the lane or proximate lanes, or other information used todetermine a safe lane position for vehicle 412.

In some cases, when lane position is to be adjusted, vehicle controller20 may determine a new lane position that is within a certain range oflane boundary 416. The new position may be selected using adeterministic algorithm stored in memory 52 and executed by processor50. The deterministic algorithm may select a random position within apredetermined range from lane boundary 416 by use of a random numbergenerator or other randomizing means. Alternatively, the deterministicalgorithm may select a specific position within a predetermined rangefrom lane boundary 416 based on input from sensor system 414 regardingcurrent lane position of vehicle 412, roadway conditions, trafficconditions, and anticipated roadway and traffic conditions.

In some embodiments, lane position is determined using at least oneserver that may be located remotely from the vehicle 412. Server 440communicates with vehicle controller or controllers 20 as shown in FIG.15 . Server 440 may be implemented in hardware or a combination ofhardware with software and/or firmware. As an example, server 440 maycomprise one or more field programmable gate arrays (FPGAs) orapplication-specific integrated circuits (ASICs). In some embodiments,server 440 has software that is executed by one or more processors 450of server 440, as depicted in FIG. 16 .

Further, in FIG. 16 , control logic 454 is implemented in software andstored in memory 452 of server 440. However, other configurations of thecontrol logic 454 are possible in other embodiments. The control logic454 may be configured to process data from one or more vehiclecontrollers 20, calculate or determine values or parameters from thedata, store information in memory 452, and process lane positioninformation, as will be described in more detail below.

As shown by an embodiment in FIG. 16 , the server 440 may have at leastone processor 450 configured to communicate with and drive otherelements within server 440 via at least one bus. As an example, theprocessor 450 may be a digital signal processor (DSP), centralprocessing unit (CPU), or any instruction execution apparatus that isconfigured to retrieve and execute instructions from memory 452. As anexample, when the control logic 454 is implemented in software, theprocessor 450 may be configured to retrieve and execute instructionsfrom the control logic 454 to perform the functions ascribed herein toserver 440. For instance, when lane position or marker location datafrom a vehicle or group of vehicles 412 is communicated to servercontroller 440, control logic 454 may be implemented to identify a newlane position or offset from a lane boundary 416, as is described belowin detail.

In FIG. 16 , a network interface 456 is provided to receive inputs fromand convey outputs to vehicle controller(s) 20 of vehicle(s) 412. Forinstance, network interface 456 may be a radio, a modem, or any otherdevice or system configured to enable communication between a vehiclecontroller 20 and server 440. As an example network interface 456 may becommunicatively coupled (wired or wirelessly) to vehicle controller 20,as shown in FIG. 15 via network 442, thereby enabling server 440 tocommunicate with any of these vehicles 412 or vehicle controllers 20.

Referring now to FIG. 17 , vehicle 412 may have lane position adjusteddue to input from sensor system 414 related to both road and trafficconditions. In some instances, such as those depicted in FIG. 17 ,marker 410 provides road or traffic information to sensor system 414that results in vehicle controller 20 adjusting a vehicle lane position.In addition, the location, position, or direction of nearby vehicles 413can at least partially determine a lane position of vehicle 412. Forinstance, vehicle controller 20 of vehicle 412 may utilize informationfrom marker 410 to determine a central lane position trajectory 425 inwhich vehicle 412 is positioned when no other impacting circumstancesare detected. However, upon detecting nearby traffic, such as vehicle413 in opposing traffic lane 421, sensor system 414 provides thisinformation to vehicle controller 20, which instructs system controllers21 to adjust vehicle lane position to a second trajectory 426 thatpositions vehicle 412 further from the oncoming vehicle 413. In someinstances, the location or direction of another vehicle 413 differs fromthat depicted in FIG. 17 and still results in lane position adjustmentof vehicle 412. In some instances, sensor system 414 detects an objectother than a vehicle and system controllers 21 are instructed to adjustvehicle lane position to a second trajectory 426 that positions vehicle412 further from the object. Exemplary objects include roadsideequipment, signs, pedestrians, bikers, downed power lines, storm debris,wildlife, and fallen trees or branches or other objects that may beencountered by a traveling vehicle.

In FIG. 18 , lane positioning of vehicle 412 is shown in response to anapproaching road feature or roadway condition, such as an intersection.Other exemplary road features or conditions include a traffic circle, atraffic signal, a traffic sign, a curve in the road, a turn in the road,a splitting of lanes, a merging of lanes, an addition of lanes, areduction of lanes, an exit, an entrance, a narrowing of the road orlane, a widening of the road or lane, a bridge, a tunnel, an overpass,an underpass, a toll booth, a crosswalk, a bike lane, a traffic barrier,or any other road or traffic path or feature that potentially impacts anoptimal vehicle path or position. Marker 410 provides road or trafficinformation regarding road features or approaching road features tosensor system 414 that results in vehicle controller 20 adjusting avehicle lane position.

For instance, vehicle controller 20 of vehicle 412 may utilizeinformation from markers or lane boundaries to determine an initialtrajectory 422 in which vehicle 412 is positioned when no otherimpacting circumstances are detected. At Point 1 of FIG. 18 , sensorsystem 414 detects marker 410, which provides information regarding anupcoming road feature, such as an intersection. This information iscommunicated to vehicle controller 20, which determines a secondtrajectory 426 in which vehicle 412 is to be placed in anticipation of amaneuver related to the road feature. In the depicted embodiment,vehicle 412 is shifted to second trajectory 426 in anticipation of anupcoming turn at Point 2 of FIG. 18 . Specifically, the vehicle 412 ismoved slightly left to a different lane position that is closer to thelane boundary 416 in anticipation of the upcoming turn so that theradius of curvature in making the turn at the intersection can be lessrelative to the radius of curvature if the vehicle attempts to initiatethe turn while in the original lane position corresponding to trajectory422. In the second trajectory 426, vehicle is better prepared or moresafely positioned to make a maneuver associated with the anticipatedroad feature. In the depicted example, the vehicle's placement on secondtrajectory 426 at Point 2 allows vehicle 412 to exit a turn at adifferent lane position at Point 3 than it would otherwise have if itremained on initial trajectory 422.

Referring back to FIG. 14 , another embodiment of lane positioningallows the distribution of roadway wear by altering the lane positionsof a plurality of vehicles 412 traversing the roadway. As describedabove, vehicles 412 detect road or lane boundaries 416 through visualsensing, radar detection, or other sensing means using sensor system414. In some embodiments, sensor system 414 detects markers 410 thatprovide information allowing vehicle controller 20 to identify theposition of road or lane boundaries 416. A lane position for eachvehicle of the plurality of vehicles may be either randomly assigned orspecifically assigned to distribute vehicle lane positions more evenlyamong a range of vehicle lane positions so that wear on the roadway ismore evenly distributed, as will be described in more detail hereafter.

When a radar system 14 is utilized, each vehicle 412 of the plurality ofvehicles is equipped with radar system 14 and vehicle controller 20.Radio waves reflected from markers 410 are received by radar system 14and their unique radar signatures are communicated to vehicle controller20, as described above. Control logic 54 is implemented in software andstored in memory 52 of each vehicle controller 20, as described above.Control logic 54 is configured to determine a lane position of vehicle412 from the unique radar signature and to provide instructions forvehicle controller 20 to adjust the vehicle lane position to reduceroadway wear. In some instances, the unique radar signature directlyprovides a lane boundary location, while in other instances it providesa pointer to a database entry that corresponds with the geolocation ofthe lane boundary.

Control logic 54 is additionally configured to access stored dataindicating safe lane positions for vehicles to occupy. The safe lanepositions may be relative to the locations of lane boundaries 416, 417or centerline 418 and the data may indicate a plurality of potentiallane positions (e.g., a range of lane positions) in which vehicle 412may be placed. Safe lane positions may further be determined using otherinformation provided by sensor system 414 or radar system 14, includingthe location of roadside objects, nearby vehicles, or road features. Asafe lane position may be a lane position in which vehicle 412 issufficiently separated from nearby objects or boundaries, sufficientlywithin lane 420, and sufficiently positioned to make future trafficmaneuvers.

In some instances, control logic 54 of vehicle controller 20 isconfigured to communicate with a server 440, such as depicted in FIG. 15, via network 442 or otherwise. The transfer of data or signals betweenvehicle controller 20 and network 442 is bidirectional, as is thetransfer of data or signals between network 442 and server 440. Thecommunication allows vehicles 412 to communicate their current locationand/or lane position to server 440, while server 440 provides new lanepositions or the instruction not to change a lane position to vehicles412, as is described in detail below.

In some instances, such is in FIG. 14 , control logic 54 providesinstructions for vehicle lane position adjustment by randomly assigningvehicle 412 a safe lane position from the range of safe lane positions,which may be indicated by predefined data stored in memory. In suchinstances, the randomization of lane positions allows the plurality ofvehicles to be distributed in a variety of lane positions about lane420, which reduces roadway wear within lane 420. In some instances,control logic 54 provides instructions for vehicle lane positionadjustment by assigning vehicle 412 a predetermined safe lane positionfrom a range of safe lane positions.

In some instances, control logic 54 provides instructions for vehiclelane position adjustment by randomly assigning vehicle 412 a laneposition that is within a predetermined distance or range from laneboundary 416. In such instances, the randomization of lane positionsallows the plurality of vehicles to be distributed in a variety of lanepositions about lane 420, which reduces roadway wear within lane 420. Insome instances, control logic 54 provides instructions for vehicle laneposition adjustment by assigning vehicle 412 a predetermined a laneposition that is within a predetermined distance or range from laneboundary 416.

Vehicle controller 20 is configured to transmit the current laneposition of vehicle 412 to other vehicles 413 that are on the roadway orwithin a predetermined distance of vehicle 412 to server 440. Similarly,vehicle controller 20 is configured to receive current lane positions ofvehicles 413 that are on the roadway or within a predetermined distanceof vehicle 412 from server 440. Using this information, control logic 54of vehicle controller 20 is configured to determine lane positions inwhich vehicle 412 may occupy. For instance, control logic 54 may beconfigured to access stored data indicative of safe lane positions orconfigured to determine available lane positions within a predeterminedrange of lane boundary 416. Furthermore, control logic 54 is configuredto provide instructions for vehicle lane position adjustment byassigning vehicle 412 to a safe lane position within a range of safelane positions or to an available lane position within the predeterminedrange of lane boundary 416.

In some instances, control logic 54 is configured to select a safe laneposition or available lane position at least partially based on currentlane positions of other vehicles 413. In such instances, lane positionsof vehicles may be randomized or assigned by a deterministic algorithmsuch that the lane positions of a plurality of vehicles traveling alonga roadway are varied, thereby more evenly distributing wear on theroadway across the lane. When lane positions are randomized, availablelane positions or safe lane positions may be selected using a randomnumber generator or other randomizing algorithm, such that theoccurrence of any vehicle 412 occupying a specific lane position israndom at least within a range of safe lane positions. The distributionof lane positions of vehicles allows wear to be distributed randomlyabout lane 420. The reduction in wear may result in less frequentroadway upkeep and a reduction in costs of roadway upkeep. When lanepositions are assigned by a deterministic algorithm, they are selectedfrom a range of lane positions that fall within a predetermined range oflane boundary 416. For example, a first vehicle may be assigned a laneposition closest to lane boundary 416, while a second vehicle isassigned a lane position that is one position to the left of theposition of the first vehicle. This process may be repeated for vehiclesuntil a vehicle is assigned a lane position farthest from lane boundary416, at which point the assignment cycles back to the position closestto lane boundary 416. In such a manner, vehicles are distributed in laneposition about lane 420.

Alternatively, when lane positions are assigned by a deterministicalgorithm, they may be selected such that the selected lane positionsvary from vehicle-to-vehicle such that each vehicle of a plurality ofvehicles traveling along the lane are slightly offset from one anotherwithin a range of safe lane positions.

In some instances, such is in FIG. 15 , server 440 provides instructionsfor vehicle lane position adjustment. As shown in FIG. 16 , controllogic 454 of server 440 may provide instructions for vehicle laneposition adjustment by randomly assigning vehicle 412 a lane positionfrom a range of safe lane positions indicated by data stored in memory452. In such instances, the randomization of lane positions allows theplurality of vehicles to be distributed in a variety of lane positionsabout lane 420, which reduces roadway wear within lane 420. In someinstances, control logic 454 provides instructions for vehicle laneposition adjustment by assigning vehicle 412 a random lane positionwithin a range of safe lane positions or by using a deterministicalgorithm to compute a new safe lane position.

In some instances, control logic 454 provides instructions for vehiclelane position adjustment by randomly assigning vehicle 412 a laneposition that is within a predetermined distance or range from laneboundary 416. In such instances, the randomization of lane positionsallows the plurality of vehicles on the roadway to be distributed in avariety of lane positions about lane 420, which reduces roadway wearwithin lane 420. In some instances, control logic 454 providesinstructions for vehicle lane position adjustment by assigning vehicle412 a predetermined a lane position that is within a predetermineddistance or range from lane boundary 416.

Vehicle controller 20 may be configured to transmit the current laneposition or location of vehicle 412 to server 440, which also receivescurrent lane positions or locations of other vehicles 413 that are onthe roadway or within a predetermined distance of vehicle 412. Usingthis information, control logic 454 of server 440 may be configured todetermine lane positions in which vehicle 412 are to occupy. Forinstance, control logic 454 may be configured to access safe lanepositions stored in memory or otherwise configured to determineavailable lane positions within a predetermined range of lane boundary416. Furthermore, control logic 454 is configured to provideinstructions for vehicle lane position adjustment by assigning vehicle412 to a safe lane position from a predefined range of safe lanepositions or to an available lane position within the predeterminedrange of lane boundary 416. In some instances, control logic 454 isconfigured to select a safe lane position or available lane position atleast partially based on current lane positions of other vehicles 413.

To better illustrate the foregoing, refer to FIG. 19 , which shows anexemplary roadway having a lane 24 along which multiple vehicles 12travel. In FIG. 19 , the lane 24 is defined by a road boundary 30 and acenterline 28, which server as lane boundaries for the lane 24. However,other types of lane boundaries are possible such as a lane line thatextends near the road boundary 30.

In FIG. 19 , reference lines 511, 512 represent a range of safe lanepositions for the vehicles 12. In this example, a safe lane position fora vehicle 12 refers to a position of the vehicle 12 between the laneboundaries such that a predefined reference point of the vehicle (e.g.,a center of the vehicle or a tire of the vehicle or an edge of thevehicle or tire), referred to hereafter as “Reference Point,” is betweenthe reference lines 510, 511 as the vehicle 12 travels along the lane24. In one embodiment, the vehicle controller 20 of each vehicle 12 isconfigured to assign a randomized lane position within the safe lanepositions such that the Reference Points of the vehicles 12 are likelyoffset as the vehicles 12 travel along the lane 24. As an example, theReference Point of one vehicle 12 may travel along a path represented byreference arrow 521, the Reference Point of another vehicle 12 maytravel along a path represented by reference arrow 522, and theReference Point of yet another vehicle 12 may travel along a pathrepresented by reference arrow 523, noting that each reference arrow521-523 is at a different offset within the lane 24. As a result, thetires of each vehicle 21 are likely offset such that the paths for thetires of the vehicles do not completely overlap. That is, the tire pathsare likely at different offsets from the road boundary 30 (or otherreference point associated with the lane) such that wear on the roadwayby the vehicles 12 is better distributed across the lane 24. Thus, theuseful life of the roadway may be extended before significant repairsare needed. As noted above, the lane positions may be selected by aremote server 440 and assigned to the vehicle controllers 20 by theserver 440 rather than allowing the vehicle controllers 20 toindependently select lane positions. Further, the selection may bedeterministic rather than random.

As will be understood by those familiar with the art, the presentinvention may be embodied in other specific forms without departing fromthe spirit or essential characteristics thereof. Accordingly, thedisclosures and descriptions herein are intended to be illustrative, butnot limiting, of the scope of the invention, which is set forth in thefollowing claims.

Now, therefore, the following is claimed:
 1. A system for vehicle laneposition adjustment comprising: a radar system positioned on a firstvehicle, the radar system having a transmitter and a receiver, whereinthe transmitter is configured to transmit radio waves and the receiveris configured to receive reflections of the radio waves, and wherein theradar system is configured to provide radar data indicative of thereflections; and at least one controller positioned on the firstvehicle, the at least one controller configured to identify, based onthe radar data, at least one radar marker positioned along a roadway anddetermine at least one location of the identified at least one radarmarker, the at least one controller configured to control a laneposition of the first vehicle within a lane of the roadway based on theat least one location.
 2. The system for vehicle lane positionadjustment of claim 1, wherein the at least one controller is configuredto control the lane position of the first vehicle within the lane basedon the determined at least one location such that the first vehicle is apredetermined distance from a reference point or line associated withthe lane.
 3. The system for vehicle lane position adjustment of claim 2,wherein the reference point or line is along a lane boundary of thelane.
 4. The system for vehicle lane position adjustment of claim 1,wherein the at least one marker is encoded with an identifier foridentifying the at least one marker, and wherein the at least onecontroller is configured to decode the identifier based on the radardata.
 5. The system for vehicle lane position adjustment of claim 1,wherein the at least one marker is encoded with information indicativeof a condition associated with the roadway, and wherein the at least onecontroller is configured to decode the information based on the radardata and to adjust the lane position of the first vehicle within thelane of the roadway based on the information.
 6. The system for vehiclelane position adjustment of claim 5, wherein the condition is anupcoming traffic signal or an upcoming traffic intersection.
 7. Thesystem for vehicle lane position adjustment of claim 1, wherein at leastone location of the identified radar marker is at least partiallydetermined from at least one of a range, azimuth, and elevation of theradar marker.
 8. The system for vehicle lane position adjustment ofclaim 1, wherein the at least one controller is configured to controlthe lane position of the first vehicle within the lane of the roadwaybased on the at least one location and a position of at least one othervehicle proximate the first vehicle.
 9. The system for vehicle laneposition adjustment of claim 8, wherein the at least one other vehicleis in the same lane as the first vehicle.
 10. The system for vehiclelane position adjustment of claim 8, wherein the at least one othervehicle is in a lane adjacent to the lane of the first vehicle.
 11. Amethod of adjusting vehicle lane position comprising: receiving radardata from a radar system positioned on a first vehicle, the radar systemhaving a transmitter and a receiver, wherein the transmitter transmitsradio waves and the receiver receives reflections of the radio waves,and wherein the radar data is indicative of the reflections;identifying, based on the radar data, at least one radar markerpositioned along a roadway; determining at least one location of theidentified at least one radar marker; and controlling a lane position ofthe first vehicle within a lane of the roadway based on the at least onelocation.
 12. The method of claim 11, wherein the lane positioncontrolling is based on the determined at least one location such thatthe first vehicle is positioned a predetermined distance from areference point or line associated with the lane.
 13. The method ofclaim 12, wherein the reference point or line is along a lane boundaryof the lane.
 14. The method of claim 11, wherein the identifying of theat least one radar marker includes decoding an encoded identifier of theat least one radar marker.
 15. The method of claim 11, furthercomprising: decoding, based on the radar data, encoded information ofthe at least one radar marker; and controlling the lane position of thefirst vehicle within the lane of the roadway based on the information,wherein the information is indicative of a condition associated with theroadway.
 16. The method of claim 15, wherein the condition is anupcoming traffic signal or an upcoming traffic intersection.
 17. Themethod of claim 11, wherein the determining includes detecting at leastone of a range, azimuth, and elevation of the radar marker.
 18. Themethod of claim 11, wherein the controlling is based on the at least onelocation and a position of at least one other vehicle proximate thefirst vehicle.
 19. The method of claim 18, wherein the at least oneother vehicle is in the same lane as the first vehicle.
 20. The methodof claim 18, wherein the at least one other vehicle is in a laneadjacent to the lane of the first vehicle.